A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.

Serverless Azure OpenAI Assistant Quick Start Function Calling

A simple ChatGPT Plugin running in Codespaces for dev and Azure for production.

A ChatGPT like sample using Spring / Java with Azure Cosmos DB Mongo vCore for vector search.

Sample application that combines Azure Cosmos DB with Azure OpenAI ChatGPT service

Samples to demonstrate pathways for Retrieval Augmented Generation (RAG) for Azure Data

A central hub for artifacts, agendas, and resources related to the "Azure DevOps Zero to Hero" series on Tech Tutorials with Piyush YouTube channel. Access code snippets, agendas, notes, graphics, …

Demo serverless app to showcase Amazon Q for Developers

A 1-2 day hackathon to help users learn the concepts and technical skills to build AI-enabled applications and services in Azure.

Tools for evaluation of RAG Chat Apps using Azure AI Evaluate SDK and OpenAI

A RAG app to ask questions about rows in a database table. Deployable on Azure Container Apps with PostgreSQL Flexible Server.

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

Microsoft Official Build & Modernize AI Apps reference solution and content for implementing RAG Pattern solutions using vector search with Azure Cosmos DB MongoDB vCore with an AI assistant user e…

Lab files for AI-102 - AI Engineer

Python worker for Azure Functions.

This repo shows a simple custom skill for Azure Cognitive Search

Azure Search Knowledge Mining Accelerator

A collection of useful functions to be deployed as custom skills for Azure Cognitive Search

A repository of code samples for Vector search capabilities in Azure AI Search.

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experi…

Vector search related demos for AI tour, including OpenAI embeddings and Azure AI vector search.

Microsoft Official Build Modern AI Apps reference solutions and content. Demonstrate how to build Copilot applications that incorporate Hero Azure Services including Azure OpenAI Service, Azure Con…

Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes mos…

Azure Logic Apps labs, samples, and tools

Azure Open AI Landing Zones Reference Architectures Repository

A sample app for the customer support center running in Azure, using Azure Communication Services and Azure OpenAI for text and voice bots.